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|By Marketwired .
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|October 1, 2012 02:00 PM EDT
CHICAGO, IL -- (Marketwire) -- 10/01/12 -- Human Resource Executive® magazine, the premier publication focused on strategic issues in HR, today revealed the 53 exhibitors that will be making new product announcements at the 15th Annual HR Technology® Conference & Exposition.
Widely acclaimed as the must-attend HR event of the year, the HR Technology® Conference & Exposition, will be held October 8-10 in the West Building of Chicago's McCormick Place. The conference is the annual Town Meeting of thousands of HR professionals, industry analysts, bloggers, consultants and vendors from around the world.
This year, nearly 260 exhibitors will showcase the latest HR software products and services that promise to enhance talent management, compensation and payroll, workforce planning and analytics, social and mobile, testing and surveys and much more.
The following product announcements are planned for the event:
Accu-Time Systems
Booth No. 850
Accu-Time Systems will introduce a new family of workforce management terminals that provide application flexibility and user interaction. This new product family offers a comprehensive feature set, expandable memory, attractive design and color touch screen.
Booth No. 1149
Acertiv.com is an online work history certification platform for both recruiters and job seekers. The company is scheduled to make an announcement with details to be released at the show.
ANCILE Solutions
Booth No. 425
ANCILE Solutions will unveil ANCILE uAlign, a complete cloud-based, microlearning solution available on desktops, laptops, smartphones, and tablets. ANCILE uAlign gets the right information, to the right people, in the right priority.
Booth No. 737
bswift will announce the bswift Benefits mobile application, a free app that enables employees to quickly obtain accurate benefits information on-the-go.
Career Engagement Group
Booth No. 972
The Career Engagement Group will introduce the careerCENTER, a SaaS-delivered career enablement technology that drives engagement and career acceleration outcomes. This portal facilitates alignment between employee/organizational goals, values and competencies by underpinning every touch-point from pre-hire, onboarding, performance and learning.
Booth No. 201
Ceridian will announce the addition of Canadian Payroll to the Dayforce HCM application, which is a single application with one employee record, one user experience and no interfaces that includes modules for Payroll & Tax, Benefits, HR Self-Service and Workforce Management.
Booth No. 670
Available through its cloud-based automated reference checking system, ChequedReference, the Chequed.com's new Hire/Rehire feature offers job references anonymity, a five-point response rating and the ability to provide comments. With detailed and accurate insight, employers can make informed hiring decisions.
Cornerstone OnDemand
Booths No. 409 and 1201
Cornerstone OnDemand will showcase new social job sourcing functionality for the Cornerstone Recruiting Cloud that enables recruiters, employees and candidates to share jobs across hundreds of social networks -- and in turn help organizations improve the effectiveness of their talent acquisition strategies. Cornerstone also will offer a sneak preview of new social and mobile offerings, including mobile learning tools and social sharing and social feedback capabilities within its Cornerstone Small Business (CSB) solution.
Dovetail Software
Booth No. 659
Being announced at the show, Dovetail Support Suite for HR Version 4 includes a new user interface (UI) focused on simplicity while creating more social interactions between users. With photo avatars and case flow designed with conversations in mind, the new UI creates a more personal experience for HR agents and employees. The cleaner layout, improved navigation and modern social features minimize training needs and encourage immediate user adoption.
Booth No. 764
Launching at the HR Technology® Conference will be Entelo, a company that is changing how top talent is sourced and recruited.
Equifax Workforce Solutions (formerly TALX)
Booth No. 225
Equifax Workforce Solutions (formerly TALX) will introduce its enhanced Onboarding solution, featuring Interactive W-4 (iW4). iW-4 delivers an automated approach to addressing federal, state and local W-4 requirements, and streamlines processes to help employees be productive from day one. Built-in intelligence automatically validates and calculates data for accuracy, to reduce errors and improve compliance.
Booth No. 646
Fairsail will be launching a new major release of Fairsail HCM/Social with an enhanced Collaboration Portal that enables the workforce to manage their participation in multiple cross functional teams. Progress can be tracked using Milestones and Review points and team members can exchange comments and recognize each other's efforts and achievements.
Booth No. 566
LanguageIQ, by HireIQ Solutions, helps companies quickly, effectively and objectively identify job candidates who possess the English language skills necessary to communicate well in a customer service environment. Using a proven scoring scheme, applicants are rated based on their ability to respond to a system prompt with a properly formed English sentence, testing a candidate's ability to rapidly assimilate information, which is key to effective customer service communications.
Booth No. 632
HireRight will introduce a new solution -- HireRight CareerBeam, the industry's first "outplacement for everyone." HireRight CareerBeam utilizes powerful job matching technology, web-based professional content and sophisticated social network capabilities to help candidates find new career opportunities more quickly than traditional methods.
Booths No. 237 and 933
HireVue will announce OpenVue, a social digital interviewing solution that allows employers to create and post universal links inviting jobseekers to submit profiles and respond to questions for open positions. Shareable anywhere, OpenVue helps employers leverage social media to source and gather deeper insight on candidates quickly, saving time and resources. Combined with HireVue Mobile App, candidates can respond to OpenVue links from their favorite mobile devices.
Booth No. 124
Fresh and user-friendly, the new i-Sight case management software for investigations has an intuitive interface that's as easy to navigate as the latest social media platform. Users can initiate a search from anywhere in the application and filter the results with ease. With one click, information can be added to any case from a personal, customized dashboard that displays only what is relevant to you or from anywhere in the application.
Booth No. 1109
JIBE will announce the release of its mobile application solution for the enterprise. Part of JIBE's Recruitment Cloud Platform, the mobile web solution allows jobseekers to submit a complete application -- including ATS account creation, company and job specific questions and resume upload -- from their mobile device directly into an ATS.
Booth No. 649
Jobvite recently launched an update to Jobvite Hire, which is built to intuitively work the way users do. Jobvite Hire includes new recruiting features and functions and works equally well on computers and tablet devices.
Booth No. 701
Being featured in Kenexa's lineup of new products is Rapid Hire, a 2x BrassRing tablet interface designed specifically for hiring managers in high volume industries like retail and hospitality. Because Rapid Hire streamlines the recruitment process for hourly hiring, managers can easily sort and filter the highest quality candidates, view and print candidate information, update the status of candidates and schedule interviews wherever they do business.
Booth No. 104
LawLogix has introduced a mobile enhancement to its Guardian electronic I-9 software. Customers can now use a camera on any mobile device to take photos of supporting I-9 documents and securely upload the images directly to Guardian. This application assists hiring managers in completing the I-9 process and was developed as a result of LawLogix' collaboration with its extensive client base to address real-life onboarding issues.
Booth No. 917
Lumesse Learning Gateway 6.0 offers self-service capability for organizations to create specific learner portals for each audience. Users can change and update the portal as they go to build a truly personalized learner experience, and keep pace with their development needs without the need for programming skills. Learning Gateway also provides a comprehensive solution for delivering and managing sophisticated learning programs, which can include tests and assessments, e-learning, instructor-led training and social learning.
Monster Worldwide
Booth No. 501
Monster® is expanding its first Cloud-Based Semantic Search and Analytics Recruiting Platform with a new version of SeeMore for small business. SeeMore's features were developed to meet the recruiting needs of SMB employers. SMB customers in the U.S., U.K., Canada and Australia can search and rank their candidates using Monster's 6Sense® semantic search.
Montage Talent
Booth No. 865
Montage Talent recently launched Montage Learning Center, an online resource for recruiters and job candidates that includes interview best practices, self-help how-to training and frequently asked questions. The learning center allows job candidates to better prepare for interviews and further engage with the hiring team, while recruiters and hiring managers can better showcase their organization and realize cost and time savings sooner.
Booth No. 1141
Nakisa will showcase the latest release of Nakisa OrgHub, featuring additional functionality within OrgModeler to help enterprises plan and deploy organizational changes with increased accuracy and speed. Further expanding the capabilities of Nakisa's talent management offering are OrgMobile a new tablet-based organizational management application and TalentHub, which includes a new career and development planning module.
Booth No. 672
NewsGator has released Enrich -- a new social people processes application that unlocks the potential of video storytelling and knowledge sharing. Enrich creates an engaged community of learners who work together to facilitate onboarding, solve complex problems, and build skills and competencies. Individual experiences, ideas and creativity are harnessed for the benefit of the entire connected, productive workplace.
Booth No. 211
NorthgateArinso will announce the latest release of its award-winning, cloud-based HR services platform euHReka. euHReka 10 will introduce an advanced user experience including HTML 5 support for mobile, extended workforce reporting capabilities, payroll localization in 110 countries and flexible release management capabilities.
Ovation Technologies
Booth No. 459
Ovation is a mobile and cloud-based social recruiting application designed specifically for the needs of small and medium sized businesses that launched in July. Ovation will unveil several new enhancements to its products at the conference including Recruiting Process Workflow upgrades and Hiring Tool enhancements. Other product additions include a traceable candidate workflow, tagged hiring records for easy searching, a customer website "widget" and a branded partner offering.
PageUp People
Booth No. 554
The PageUp People Workforce Intelligence Analytics Solution leverages global HR data to provide companies with the intelligence needed to link human capital metrics to key business indicators. This includes data on all aspects of the talent lifecycle from recruitment to succession planning, allowing businesses to analyze trends, establish benchmarks, and develop informed Talent Management strategies to evolve alongside the changing landscape of today's market.
Booth No. 316
PDS announces the launch of the new Vista HRMS Mobile Application. This free application will allow PDS customers to deploy access to self-service functions across their enterprises. Employees will now easily be able to request time off, access details about their pay check and quickly perform other self-service requests. Managers can now approve workflow requests and quickly retrieve their staff's phone and email information.
Booth No. 1131
Qqest will announce an exciting new workforce management terminal. The IQ200 is designed for small businesses and delivers sophisticated features at a competitive price including USB flash drive support and advanced real-time communications with remote configuration capabilities.
ROC Americas
Booth No. 577
ROC Americas Inc. will announce the release of tHRive OnBoarding. SAP customers can now deploy streamlined end-to-end employee on-boarding; engaging HR, managers and pre-hires in the process, as well as IT and Facilities for provisioning support.
Booth No. 467
Now part of CEB, the company will announce the CEB Challenger Assessment. This assessment identifies sales people who can consistently deliver high performance in today's increasingly complex selling environment, using the key sales attributes defined by CEB and outlined in the bestselling book, The Challenger Sale.
Booth No. 777
Designed for end users, the new SmartRecruiters signifies a major paradigm shift in the consumerization of recruiting technology. It combines collaborative hiring software with a recruiting services ecosystem to make hiring easy for the social enterprise. Engaging features, such as the HireLoop social feed, drive internal adoption of hiring practices without training or support, and the new candidate experience can capture twice as many qualified applicants, including passive candidates, compared to traditional recruiting systems.
SmashFly Technologies
Booth No. 1066
Being announced at the conference, SmashFly Mobile CRM offers the latest in mobile technology enabling recruiters to easily search through and review candidates in their CRM on any mobile device including smartphones and tablets. The app is natively installed and works on every mobile OS including iPhone and Android, enabling users to add and search through contacts, append notes and directly access candidate contact profiles and resumes on the go.
Somroli Systems
Booth No. 873
Somroli Systems Server (S3) integrates with biometric time and attendance terminals using push as opposed to traditional pull technology, reducing unwanted load on servers and providing ultimate scalability and performance. Using the Platform as a Service (PaaS) model, S3 provides industry standard SOAP XML interfaces which enables quick, seamless integration with virtually any upstream or downstream applications.
Booth No. 832
Sovren Group Inc., a global recruitment intelligence components company, will announce the Sovren Image Converter, an all-new product that provides Optical Character Recognition (OCR) for conversion of scanned recruitment documents, faxes and even PDF files with corrupted or missing font maps, in over 100 languages.
Booth No. 611
SuccessFactors is announcing the next step in analytics by giving business managers their own "automated data analyst" to help make the best decisions -- based on facts, not guess work. While traditional workforce analytics applications require managers to comb through thousands of metrics, graphs and charts, the SuccessFactors solution continually mines an organization's data, identifies hot spots that require attention and pushes insights to managers in common business language via mobile devices, email and the Internet. SuccessFactors is scheduled to make additional announcements with details to be released at the show.
SumTotal Systems
Booth No. 325
SumTotal will debut new products and features in its award-winning Strategic Human Capital Management suite. Highlights include: new interoperable portal and services that provide companies with integrated HR processes across SumTotal modules and other existing HR investments to enable phased HR transformation; new Workforce Planning that extends best-in-class analytics to provide what-if modeling across HR and other business data; Mobile enhancements for Learning and Workforce Management; and Social Recruiting integrated with LinkedIn and BullHorn Reach.
Booth No. 679
SyncHR will announce a new Cloud-based Human Capital Management Solution. SyncHR provides enterprise-class, fully integrated HR, Benefits and Payroll software at an affordable price. Its object-oriented, real-time technology simplifies the complexity of HR through patented technology that automatically adapts to companies' business strategies, resulting in lower operational costs and reduced administrative burdens.
Booth No. 465
A candidate engagement and management platform, TalentCircles now offers a prerecorded interview module allowing question formats to be selected (webcam-recorded answers, multiple-choice or short essay); interviews targeted to predefined groups (circles) of candidates; comparison of candidates' scores; and the sharing of responses with other decision-makers for the collection of feedback.
Booth No. 950
The enhanced TQ Succession module from TalentQuest includes tools to review the talent level and succession readiness of individuals. Users can conduct an interactive graphical analysis of bench strength with the new dynamic Org Chart, analyzing key criteria such as incumbent details, list of successors, readiness timeline, risk of loss and career objectives. In addition, the new Talent Review allows an in-depth review of several potential successors at once.
Booth No. 861
Launching at the HR Technology® Conference, Terefic is a web-based application for reference checking. References answer an online survey to attest to the skills and qualities of the job applicants, and hiring employers receive a detailed report.
TMP Worldwide
Booth No. 579
TMP Worldwide's TalentBrew Platform, the convergence of software, advertising and creativity, has recently released several major enhancements: TalentBrew's Premier Package includes first-to-market use of related content (images, video, profiles, etc.) displayed on relevant job descriptions on both desktop and mobile devices; TalentBrew's Social Package includes a branded Facebook Job Search, Twitter page design and set-up, and access to Work With Me, a social share/referral tool easily added to any TalentBrew job page.
Booth No. 128
TweetMyJobs will announce the release of its mobile jobs application on the Android platform. Leveraging location based services and augmented reality technology, TweetMyJobs' mobile app helps job seekers search, view and apply for jobs nearby. Integrated fully with TweetMyJobs' enterprise solution, the application enables businesses to distribute their jobs into the Android and iOS network at the push of a button.
Ultimate Software
Booth No. 525
Ultimate Software is premiering several new offerings including UltiPro Carrier Network -- an open integration platform for customers to easily integrate with benefits providers using pre-built connectors; a new HTML5 version of UltiPro Mobile, with responsive Web design for any mobile device/tablet -- allowing employees/managers to access the pay and talent profile details and transactions they need most frequently; and UltiPro integration with HR360, giving customers complimentary direct access to HR360's award-winning, online HR library of the latest compliance resources.
UNI-B Solutions
Booth No. 1161
UNI-B Solutions enables organizations to operate efficiently (lower costs by using fewer resources) via a pre-built Generic Process Workflow Engine. The company's secure cloud-based solution automates any process that requires paper, fax/scan, e-mail, approval, etc.
Visier Inc.
Booth No. 333
Visier Inc. announces the immediate availability of the fall 2012 release of Visier Workforce Analytics. This release enables companies to move beyond the simple collection of metrics to a guided exploration of critical interrelated workforce data by seeing where the organization stands, contributing factors impacting the business and being able to share newfound insights with a new fully interactive mobile application.
Booth No. 477
willbeHired is launching an Employee Referral Platform (ERP) designed to drive broader and deeper employee engagement through the use of game mechanics and a better reward system, for a complete and seamless end-to-end solution.
Work4 Labs
Booth No. 1127
Work4 Labs has revamped Work for Us, its Facebook job posting solution, to make it free for small- and medium-sized businesses. The new offering allows companies to launch fully-functional career sites on Facebook and drive traffic, job applications and employee referrals from the network's more than one billion users. Work4 Labs' enterprise-grade product has also been augmented with even more powerful features including full branding, mobile support, custom URLs and complete ATS integration.
Booth No. 801
Workday recently launched Workday Time Tracking, a new application for enterprises to collect, process, and manage time and labor for their global workforce. Workday will offer live demonstrations of Time Tracking along with its most recent update, Workday 17, which brings greater mobile access and simplified user experiences across Workday Human Capital Management, Financial Management and Payroll.
Booth No. 1160
Sockeye from WorkSight pulls work order requirements and skilled labor availability from MMS and WFM systems into an elegant palette automatically so users can schedule work and hit crew utilization and scheduling efficacy targets without spreadsheets.
Booth No. 114
Wowzer will announce new enhancements that make it easier for recruiters and hiring managers to incorporate video interviews into their hiring process. The Wowzer video interviewing platform is now integrated with applicant tracking system (ATS) Oracle Taleo, and is the first video interviewing platform to integrate with Salesforce.com, with additional ATS integrations coming in the near future. Wowzer will also make additional product announcements at the conference.
Booth No. 1155
YouEarnedIt will launch a new approach to employee recognition that includes an intuitive interface delivering the ability for anyone across the organization to recognize others and social features that allow praise to become public. Launched by Rockfish Interactive, one of the nation's fastest growing full-service digital agencies, YouEarnedIt's strong technology platform appeals to the masses across any organization as a way to connect to and affirm others.
About the HR Technology® Conference
Now in its 15th year, the HR Technology® Conference & Exposition is the annual Town Meeting of thousands of professionals from around the world who gather to share their expertise and challenges in all forms of technology for HR. In addition to senior HR practitioners, every major industry analyst, consultant, blogger and vendor regularly attends. This year's event will focus on a number of topics, including how the combination of Cloud Computing, Social in the Enterprise, Analytics (including Big Data) and Mobile is ushering in a new era in computing.
More details about the HR Technology® Conference & Exposition can be found at http://www.HRTechnologyConference.com.
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The matriarch of National Book Store, the Philippine's largest chain of bookstores, which retails not merely all varieties of books, and also greeting cards, office supplies and craft materials, was created as Socorro Cancio on September 23,1923 in Sta. Now, you can sit at his place searching and ordering any medicine as there are completely no necessity of searching it in multiple stores. Today's careers for graduates which has a degree in pharmacy may be different than that old time druggist who not only whipped up cough medicine inside the back room but also could make a fancy ice cream treat on the counter.
You must submit fingerprints and pass a criminal background check to work being a New Jersey pharmacy technician. If you or a friend or acquaintance is thinking about stopping smoking, talk to your pharmacist today. You also can switch shifts a bit, you might need what you would prefer.
You must also enter your own personal details and payment details. While all pharmacists are devoted experts while using exact same teaching and licensure, the local impartial pharmacy is often operate with the operator. Our generic Canadian pharmacy believes approximately 64 women in Canada are diagnosed with cancer every day.
By giving your pharmacy the complete name of the medication it is possible to better safe guard your health. Before taking any exams necessary for their state, they need to pass the Foreign Pharmacy Graduate Equivalency examination (FPGEE), Test of English as being a Foreign Language (TOEFL) and Test of Spoken English (TSE) exams. This can be a common occurrence as January 1 kicks off a brand new year of pharmacy benefits and beneficiaries are locked in (with minor exceptions obviously called qualifying life events or QLEs) until the next open enrollment season in November.
You can get website links below for more information about both of these exams. I feel this aspect is just about the toughest part of the residency curriculum. This adds for the already heavy workload due dropping off prescriptions and make contact with in prescription refills.


text:
Mist of 'Paris-Plage'
Credit: Thierry Pix
Creative #: 153320456
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Mist Of Parisplage Stock PhotoAdult,Adults Only,Color Image,Day,Fog,France,Full Length,Holding,Horizontal,Ile-de-France,On The Move,One Man Only,One Person,Outdoors,Paris - France,People,Photography,Purse,Rainy Season,Rear View,Season,Silhouette,Solitude,Walking,WeatherPhotographer Thierry PixCollection: Moment Select Thierry PixMan walking in mist of 'Paris-Plage' along banks of Seine.


text:
January 15, 2014
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Hi, my name is Nancy, and I love all things outdoors. Well, except sub-zero temps. I was recently far too overweight and very out of shape. I'm pretty sure I'm ready now to get more active and meet some new friends! Can't wait to get started.
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Rumors of UFC 162: Silva vs. Weidman being a ticket sales dud are, to say the least, way off the mark, according to numbers revealed
Many fighters that take part in the customary UFC open workouts leading up to PPV events don't reveal much in their public workout session. Anderson
UFC featherweight contender Cub Swanson takes on Dennis Siver on Saturday at UFC 162 and plans to put his title hopes in the hands of
Watch the UFC 162: Silva vs. Weidman pre-fight press conference streaming live on MMAWeekly.com, Thursday at 2 pm ET/11 am PT, live from Las Vegas.
UFC featherweight Charles Oliveira takes on former UFC lightweight champion Frankie Edgar on Saturday at UFC 162, and hopes to get back in the top
The UFC interim bantamweight title bout between titleholder Renan Barao and challenger Eddie Wineland has been added to the UFC 165 fight card set for
Watch UFC middleweight contender Chris Weidman's UFC debut against Alessio Sakara on March 3, 2011, in Louisville, Ky., in this flashback fight video.
UFC middleweight champion Anderson Silva says he's already done everything there is to do in mixed martial arts, and now fights because it's what he
Dennis Siver believes he has an advantage since dropping down to the featherweight division and hopes to finish Cub Swanson at UFC 162.
UFC middleweight titleholder Anderson Silva talks about his legacy as a fighter heading into his UFC 162 title fight with undefeated Chris Weidman.
Former UFC lightweight titleholder Frankie Edgar says he still has that burning desire heading into his UFC 162 featherweight match-up with Charles Oliveira.
Undefeated UFC middleweight Chris Weidman says "It's time to shine. It's time to make a statement," heading into his UFC 162 title bout with
UFC light heavyweight champion Jon "Bones" Jones returns to the Air Canada Centre in Toronto on Saturday, Sept. 21 to defend his title against Swedish
An injury has forced UFC welterweight Thiago Alves off of the Aug. 17 UFC on Fox Sports 1 fight card in Boston. Mike Pyle steps
A welterweight contest between two former middleweight powerhouses, Nate Marquardt and Hector Lombard, has been added to the recently announced UFC 166 fight card.
The Ultimate Fighter Nations: Canada vs. Australia tryouts take place in September in Sydney and Toronto. The online application is now live.
Round 5 has consistently released special edition collectibles at past UFC Fan Expos, and this year is no different. Anderson Silva, Tito Ortiz, and Cain
Countdown to UFC 162 takes a behind the scenes look at the fighters at the top end of the fight card as they prepare to
Revgear, one of the top combat sports gear manufacturers in the UFC sponsorship program, is proud to announce their sponsorship of seven athletes competing on
UFC middleweight champion Anderson Silva dropped in to chat with UFC Tonight, discussing Chris Weidman, Jon Jones, Georges St-Pierre, retirement, and much more.
Ryan Couture and Quinn Mulhern, two former Strikeforce fighters, are set to square off in a lightweight bout at UFC 164 on Aug. 31 in
UFC heavyweight Dave Herman has passed a required pre-fight drug test, gaining approval to fight Gabriel Gonzaga at UFC 162 on Saturday at the MGM
Former UFC lightweight champion Frankie Edgar discusses his UFC 162 featherweight match-up against Charles Oliveira, and predicts to win.
Even at the top levels of MMA, fighters must do more than fight to maintain a living. For UFC women's 135-pound veteran Julie "Fireball" Kedzie,
With UFC 162 just days away, it is officially fight week. On Tuesday's MMA's Great Debate podcast, Frankie Edgar, Mark Munoz and Tim Boetsch join
UFC president Dana White has plans for Anderson Silva regardless of the outcome of his UFC 162 bout with Chris Weidman, but could Vitor Belfort
With UFC 162 just around the corner, the UFC and City of Las Vegas are getting ready to celebrate with UFC Fight Week. Check
Anderson Silva has never lost in the Octagon, but plans are in place regardless of Saturday's outcome at UFC 162.
Some of the biggest names in the UFC weigh-in on the UFC 162: Silva vs. Weidman main event between champion Anderson Silva and Chris Weidman,
The Ultimate Fighting Championship on Monday announced the Official Superfights for Grapplers Quest, the official grappling tournament at the UFC Fan Expo.


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NEW YORK — U.S. sales of specialty food and beverages rose 14.3% to $86 billion in 2012 — more than double the 6.8% increase recorded the previous year — according to the Specialty Food Association's annual State of the Specialty Food Industry report. Cheese and cheese alternatives is the largest category with $3.6 billion in sales, followed by yogurt and kefir, which leapfrogged over other foods for the number two spot with $2.27 billion in 2012 sales.The ...
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Harold & Kumar Go to White CastleDirector: Danny Leiner
Cast: Danny Leiner, John Cho, Kal Penn, Paula Garcés
View All Available Formats & Editions
- Overview
- Editorial Reviews
- Product Details
- Special Features
- Related Subjects
- Cast & Crew
- Scene Index
- Menu
- Videos
If outrageous comedy is what you crave, then you need look no further than this New Line Home Entertainment's "Extreme Unrated" release of the hilarious, munchie-inducing hit Harold and Kumar Go to White Castle. The image is presented in 1.85:1 anamorphic widescreen, and it looks fantastic. Colors are evenly balanced, skin tones are accurate and consistent, and the image is free of any notable digital artifacting. Harold and Kumar Go to White Castle is a film that relies heavily on audio gags for a few of its most effective laughs, and the Dolby Digital 5.1 audio mix carries these off without a hitch as well. Dialogue and music are evenly mixed, while directional and other special effects are used sparingly and effectively. When you're finished enjoying the feature, the laughs keep on rolling with a wealth of memorable bonus materials. Sporting no less than three audio commentary tracks, the one offering director Danny Leiner and stars John Cho and Kal Penn stands out as the most entertaining, offering a laid-back recollection of the production with numerous amusing anecdotes and behind-the-scenes jokes. While it's also somewhat fun to hear writers John Hurwitz and Hayden Schlossberg talk about their inspiration for the film and chat with the real-life inspiration for the character of Harold, the third audio commentary by "Extreme Sports Punk #1" Dan Bochart will likely have viewers scrambling for the remote. A "Backseat" interview with Cho and Penn offers a fun look at the young duo's carefree, offscreen interaction, and their ease with one another obviously contributed to their believable onscreen rapport. "Drive Through Bites" offers brief interviews with some of the secondary characters in the film, and while a variety of deleted scenes offer a chuckle or two, it's the unforgettable and outrageous outtakes montage that will really have viewers doubled over with laughter. Nothing is off-limits here, and the viewer will likely have as much fun watching these scenes as the actors did filming them. Viewers with access to a personal computer will be able to continue the fun online while accessing materials exclusive to the web, making this disc a no-brainer for lovers of silly, no-holds-barred stoner comedies.
Editorial Reviews
Product Details
- Release Date:
- 01/04/2005
- 0794043762529
- Original Release:
- 2004
- Rating:
- Source:
- New Line Home Video
- Region Code:
- 1
- Presentation:
- [Wide Screen]
- Sound:
- [Dolby AC-3 Surround Sound]
- Time:
- 1:30:00
- Sales rank:
- 15,844
Special Features
Cast & Crew
|John Cho
|Kal Penn
|Paula Garcés
|Neil Patrick Harris
|David Krumholtz
|Eddie Kaye Thomas
|Christopher Meloni
|Ryan Reynolds
|Male Nurse
|Fred Willard
|Dr. Willoughby
|Ethan Embry
|Billy Carver
|Jamie Kennedy
|Steve Braun
|Brooke D'Orsay
|Luis Guzman
|Kate Kelton
|Shaun Majumder
|Malin Akerman
|Anthony Anderson
Technical Credits
|Danny Leiner
|Jeff Betancourt
|J. David Brewington
|Executive Producer
|J. Miles Dale
|Joe Drake
|Executive Producer
|Jon Hurwitz
|Hanno Huth
|Executive Producer
|Bruce Douglas Johnson
|Dave Jordan
|Musical Direction/Supervision
|Nathan Kahane
|Alex Kavanagh
|Costumes/Costume Designer
|David Kitay
|Score Composer,Executive Producer
|Cassandra Kulukundis
|Jeff Kushner
|Sound/Sound Designer
|Carsten H.W. Lorenz
|Executive Producer
|Diane Mazur
|Jimmy Miller
|Associate Producer
|Laurie Mirsky
|Asst. Director
|Paul Jones Effects Studio
|Makeup Special Effects
|C.O.R.E. Digital Pictures
|Steve Rosenzweig
|Production Designer
|Luke Ryan
|Executive Producer
|Hayden Schlossberg
|Greg Shapiro
|Bob Sher
|Art Director
|Kelly Wright
|Sound Editor
Scene Index
1. Begin [5:43]
2. Home [4:36]
3. Hunger [4:52]
4. New Brunswick [3:11]
5. Princeton [8:08]
6. Rest Stop [4:53]
7. Hospital [4:32]
8. Detour [2:46]
9. Freakshow [7:11]
10. Neil [6:15]
11. Crosswalk [2:36]
12. Jail [5:26]
13. Cheetah [5:26]
14. Hot Dog Heaven [5:18]
15. Cherry Hill [4:32]
16. White Castle [5:23]
17. Home Again [3:40]
18. End [5:20]
Play Movie
Set Up Screen and Sound Option
Sound Options: Dolby 5.1 Surround Sound
Sound Options: Stereo Surround Sound
Screen Options: Subtitles - English
Screen Options: Subtitles - Spanish
Screen Options: Subtitles - Off
Select a Scene
Special Features
John Cho and Kal Penn: The Backseat Interview
Audio Commentaries
Feature Commentary With Director Danny Leiner, John Cho and Kal Penn
Feature Commentary With Writers Jon Hurwitz and Hayden Schlossberg
"Extreme" Commentary With Extreme Sports Punk #1 Danny Bochart
The Art of the Fart
DVD-ROM/Online Features
Cast and Crew: Drive-Thru Bites
Mac Daddy Meal $5.99
Two for One Tacos $3.99
Finger Food $2.99
Kosher Meal $4.99
Brain Food $3.99
Hot & Spicy $3.99
Senior Platter $5.99
Neil's Nuggets $3.99
A Trip to the Land of Burgers
Deleted/Alternate Scenes
Play All
Play Without Commentary
Play With Commentary (No Commentary Available for "Outtakes")
Luis Guzmán Scene
Play Without Commentary
Play With Commentary
Officer Brucks' Weedy Fantasy
Play Without Commentary
Play With Commentary
Almost Shabbat
Play Without Commentary
Play With Commentary
Rosenberg & Goldstein Groove
Play Without Commentary
Play With Commentary
Extended Truck Scene
Play Without Commentary
Play With Commentary
Extended Junkyard Scene
Play Without Commentary
Play With Commentary
Freakshow Sings
Play Without Commentary
Play With Commentary
Kumar's Extended Fantasy
Play Without Commentary
Play With Commentary
More From New Line
Theatrical Trailer
Theatrical Trailer
Red Band Theatrical Trailer
Music Video
New Line Logo (Credits)
Customer Reviews
Average Review:
and post it to your social network
Most Helpful Customer Reviews
See all customer reviews >
This movie was one of the funniest comedies in 2004! I just couldn't stop laughing most of the time.
This is probably the funniest movie I have ever seen. It has the right mix of comedy and sexual content that it is good for anyone, probably over the age of 17 to fully understand and enjoy this movie. But its a real keeper
Oh my god! This movie was awesome. It is sooooo funny dude. My girlfriend (Belladonna) and I watched it like 30 times already. It has Doogie Howser in it, I use to have a tshirt from that show. You need to buy this movie!!! The part with the guy in the bushes is great too. Get yourself a bowl of 'chicken and rice' :) and get this movie.
This is a somewhat fun movie, but ultimately it is the most forgettable stoner movie I've ever seen. 2 stars is all it's worth.
Loved it! Hilarious! And Neil Patrick Harris ... need I say more ?
This movie really made me want to eat white castle. It was very funny and you need to see it. The acting wasnt that good but hey it made it even funnier. Great movie.
Harold and Kumar go to White castle is the funniest film ever! This movie contains similar content to the American pie movies. But Harold and Kumar go to White Castle is very different because it features two minorities playing lead roles! John Cho is Harold Lee and Kal Penn is Kumar! They go on a one night Journey to find White Castle Hamburgers! This a is funny movie! I like this movie a-lot! Highest Possible Recommendation!
this movie was not funny. the jokes were not funny. the story was not funny. i like good movies but this one was not funny.
Couldn't be happier with this movie. Funny, and such good stoner humor. Favorite part? When our boys meet up with Freakshow and his wife. Freakshow is outside singing a "gospel song" that goes:"Hey Randy? "What?" "The Devil!" LOL funny, ROFL funny Pee in your pants funny... bottom line: DEFINITLY WORTH A PURCHASE!


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This letter studies the impact of defects close to the gate electrode side on low-frequency 1/f noise in the drain and gate current. Defects are selectively introduced by deposition of a submonolayer of HfO2 dielectric, which induce a large Fermi-level pinning on the gate. Contrary to the common belief that defects at the Si/SiO2 interface are the dominant effect on 1/f noise, defects at the interface and fluctuations in the poly-Si charge are also important.
A not-for-profit organization, IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity.© Copyright 2016 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.


text:
HourlyHours to be determined
Start DateDecember 7, 2012
I have a number of small jobs needing to be done. In general they are quite simple. This will be an ongoing job where I will give the work now and then when it comes up.
A couple of examples would be:
Make colour changes and small design changes to logos
Create simple images by combining images and text in a nice style
Remove backgrounds on photos
Also, I am looking for a very cheap person for this job, so please list your lowest rate. Hoping to find someone in the $1 to $3 range. But lowest bids will give priority.
Please apply with a link or attachment to 2 samples of various similar work. Nothing else, no long cover letters which I wont read anyway.
Skills: design
About the Client
Sri Lanka
Colombo 06:47 AM
Jobs Posted
66% Hire Rate, 1 Open Job
Total Spent
83 Hires, 5 Active
Avg Hourly Rate Paid
2,740 Hours


text:
Tickets: http://nightculture.com/events/gareth-emery-drive-houston/
Only a select few dance music artists rise from obscurity to international recognition in under a year, but that's exactly what 23 year old Southampton based DJ / producer Gareth Emery did in the last twelve months. Coming from a diverse musical background which encompassed classical piano training, jazz, and punk-rock along the way, Gareth initially caught the attention of the dance music scene in early 2002 with his first release. The track, titled 'Nervous Breakdown 2002', was a white label bootleg of The Shrink's infamous classic which found its way onto BBC Radio 1 after being supported by a host of DJs including Eddie Halliwell, Guy Ornadel and Dave Pearce. It was immediately picked up by Nutrition for an official release and later featured on a number of compilations including the Godskitchen Direct mix album.
The track that truly put Gareth on the production map was GTR – 'Mistral'. Never destined to become an anthem, it was produced entirely on a laptop computer over the course of a two week holiday in Provence. Nevertheless, the sole CDR that Gareth sent to Paul van Dyk caused such a storm when van Dyk debuted it live on radio from the Nature One Festival, that Five AM records wasted no time in signing it, helping it to become a truly global trance anthem.
Unequivocally supported by DJs including Tiesto, Ferry Corsten and Armin, it not only had immediate appeal but also passed the test of time, and could still be heard in superclubs a year after it was made. It later went on to feature on a large number of compilations, including Ferry Corsten's Washington World Tour, Technics DJ Set volume 19, Total Trance on Moonshine USA, Graham Gold GG01, and was also significantly chosen by the newly crowned no.1 DJ in the world, Tiesto, to end CD1 of his critically acclaimed 'Nyana' album.
So far in 2003, Gareth has maintained a steady flow of productions as GTR, Gareth Emery and Cupa whilst undertaking high-profile remix work for major labels Multiply and Lost Language. He has also collaborated with other artists including CERN, Harry Diamond, and most recently Godskitchen's Jon O'Bir. Having just finished setting up a new studio in his Southampton home, followers of forward-looking trance music have a lot to look forward to.
Production is only one side of Gareth Emery's appeal. As a DJ, his unique and individual brand of intelligent trance continues to gain recognition for pushing the boundaries of uplifting electronica.
Since signing to the exclusive management agency DJ Connections in early 2003, he has appeared at UK superclubs Godskitchen and Slinky, headlined Passion on his first appearance at the club, and gained a reputation for being one of the most exciting DJs to break through in recent years. In addition to this success in the UK, his status as an international DJ has grown dramatically, with bookings in Sweden, Holland, New Zealand, Australia and Canada lined up this year. As Mixmag wrote when they first tipped Gareth for success in late 2002: "boring DJs beware: Gareth Emery is about to kick your arse", and they certainly weren't wrong.
I'm not sure I can make it. Can you buy tickets at the door?
0 · September 12, 2014
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Research supports what common sense has always told us – parents play a critical role in their children's education. Studies show, that parent involvement benefits students and schools in a variety of ways. Student attendance increases; student attitudes and achievements improve; and the number of discipline problems goes down. This is true regardless of a family's socio-economic status, education level, or cultural background. By forming a partnership, parents and schools can work together to identify the challenges in parental involvement - or the lack of it - and find ways to overcome these problems. Find out about innovative approaches Nebraska educators are using to support and engage today's parents in their child's education.
live streaming schedule & on demand videos
|03:00 pm
|Begin With The End in Mind: Communicating Your Wishes-session3
|OLLI: Tabitha presents a 3 part series about END OF LIFE WISHES from the meeting room #3
|07:30 pm
|Glenn Korff School of Music: Large Brass Ensembles, Westbrook Music Building
|Large Brass Ensembles, Westbrook Music Building
|07:30 pm
|Glenn Korff School of Music: University of NE Brass Quintet, Kimball Recital Hall
|University of NE Brass Quintet, Kimball Recital Hall
|02:00 pm
|Nebraska Department of Education: December 2016 NDE Work Session
|07:30 pm
|Glenn Korff School of Music: Wet Ink 2, Westbrook Music Building
|Wet Ink 2, Westbrook Music Building
|09:00 am
|NDE Board Meeting: December 2016 NDE Board Meeting
|07:30 pm
|Glenn Korff School of Music: Student Dance Project, Mabel Lee Hall
|Student Dance Project, Mabel Lee Hall
|07:30 pm
|Glenn Korff School of Music: Honors ChamberFest, Kimball Recital Hall
|Honors ChamberFest, Kimball Recital Hall
|07:30 pm
|Glenn Korff School of Music: Wind Ensemble, Kimball Recital Hall
|Wind Ensemble, Kimball Recital Hall
|07:30 pm
|Glenn Korff School of Music: UNL Big Band and Jazz Orchestra, Kimball Recital Hall
|UNL Big Band and Jazz Orchestra, Kimball Recital Hall
|NSAA Speech Championships: 2016 Best of the Best
|The best of the best from the state speech competitions perform their winning speeches.
|NET News: Maria Barmettler: Student Designer
|The biennial runway show for fashion design students requires a grueling process to create a full...
|Discovering Nebraska base version
|Nebraska: 93 counties of unique places, people and things to do. Discovering Nebraska is all about...
|The Omaha News: April 21, 618
|Omaha News Broadcast of April 21, 2016
|Consider This: UNO's Marion Marsh Brown Writers Lecture Series, 1922
|UNO's Marion Marsh Brown Writers Lecture Series Host: Cathy Wyatt Guests: 1) Paul Brown | Lecture...
|NET News: Desert Storm Remembered web extra
|Nebraska Army National Guard soldiers in Operation Desert Storm, 1991
|ICU Learning English: Looking for a Job, 1019
|Learn basic vocabulary and information about healthy life style
|NRD Protecting The Future
|NRDs engage with students of all ages to teach them the importance of conserving and protecting our...
|NRD Flood Control and Recreation
|The NRD system is unique to Nebraska. No other state has a system of Natural Resources Districts,...
|NRD Trees and Soil Conservation
|When NRDs were formed in the late 1960s, they merged and simplified hundreds of soil conservation...


text:
Residence Life: McGregor Contact
Front Desk Tel: 608.342.1620
RA On-Call Tel: 608.778.5618
Send Mail to McGregor
Student's Name
Rm # McGregor Hall
1000 Greenwood Ave
Platteville, WI 53818-3095
McGregor Hall, named after past UWP president Duncan McGregor and built in 1961, accommodates approximately 162 men and 60 women. McGregor Hall, with its convenient location, offers many benefits to its residents. In addition to kitchenettes on each floor, a variety of other facilities such as a computer lounge, a conference room and recreation areas are provided throughout the hall to meet the needs of residents. McGregor Hall is equipped with an elevator, therefore students with physical mobility concerns will find it very accommodating out of the ten residence halls on campus. The first and second floors are reserved for upperclassmen only, therefore the majority of students living in McGregor are not freshmen. The residents of McGregor Hall are very supportive of the annual Luau sponsored by McGregor and Wilgus Halls every fall. McGregor staff as well as the Hall Council Executive Board also put on Duncan Diner every February.
Hello McGregor!
Happy Summer! I hope that you've been able to get some relaxation in so far. Plenty of warm weather on its way, so soak those up! McGregor is currently going through some small changes. Look for before and after photos on our Facebook page, near the end of the summer!
New Student Registration: For all the new students coming to Platteville, make sure you are signing up for a New Student Registration (NSR) date. At NSR you will sign up for your fall courses and will have the opportunity to tour some of the different halls on campus. The official room placements will be sent out to students via e-mail in July. Thus, please make sure to be checking whichever e-mail is registered to keep an eye out for the room assignment.
Opening: McGregor Hall will reopen on September 3rd for new students (freshmen and transfer students), and September 4th for returning students. If you are a returning student and wish to arrive on September 3rd, a small charge may apply for moving in early. More information will come out toward the end of the summer.
If you have any questions, please don't hesitate to contact me at email@example.com.
Be safe and be well,
Ian Dreger
McGregor Hall Resident Director
Front Desk Tel: 608.342.1620
RA On-Call Tel: 608.778.5618
Student's Name
Rm # McGregor Hall
1000 Greenwood Ave
Platteville, WI 53818-3095


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Levenberg–Marquardt algorithm
In mathematics and computing, the Levenberg–Marquardt algorithm (LMA), also known as the damped least-squares (DLS) method, is used to solve non-linear least squares problems. These minimization problems arise especially in least squares curve fitting.
The LMA is used in many software applications for solving generic curve-fitting problems. However, as for many fitting algorithms, the LMA finds only a local minimum, which is not necessarily the global minimum. The LMA interpolates between the Gauss–Newton algorithm (GNA) and the method of gradient descent. The LMA is more robust than the GNA, which means that in many cases it finds a solution even if it starts very far off the final minimum. For well-behaved functions and reasonable starting parameters, the LMA tends to be a bit slower than the GNA. LMA can also be viewed as Gauss–Newton using a trust region approach.
The algorithm was first published in 1944 by Kenneth Levenberg,[1] while working at the Frankford Army Arsenal. It was rediscovered in 1963 by Donald Marquardt[2] who worked as a statistician at DuPont and independently by Girard,[3] Wynne[4] and Morrison.[5]
The problem[edit]
The primary application of the Levenberg–Marquardt algorithm is in the least squares curve fitting problem: given a set of m empirical datum pairs of independent and dependent variables, (xi, yi), optimize the parameters β of the model curve f(x,β) so that the sum of the squares of the deviations
becomes minimal.
The solution[edit]
Like other numeric minimization algorithms, the Levenberg–Marquardt algorithm is an iterative procedure. To start a minimization, the user has to provide an initial guess for the parameter vector, β. In cases with only one minimum, an uninformed standard guess like βT=(1,1,...,1) will work fine; in cases with multiple minima, the algorithm converges to the global minimum only if the initial guess is already somewhat close to the final solution.
In each iteration step, the parameter vector, β, is replaced by a new estimate, β + δ. To determine δ, the functions are approximated by their linearizations
is the gradient (row-vector in this case) of f with respect to β.
At the minimum of the sum of squares, , the gradient of with respect to β will be zero. The above first-order approximation of gives
- .
Or in vector notation,
Taking the derivative of with respect to δ and setting the result to zero gives:
where is the Jacobian matrix whose ith row equals , and where and are vectors with ith component and , respectively. This is a set of linear equations which can be solved for δ.
Levenberg's contribution is to replace this equation by a "damped version",
where I is the identity matrix, giving as the increment, δ, to the estimated parameter vector, β.
The (non-negative) damping factor, λ, is adjusted at each iteration. If reduction of S is rapid, a smaller value can be used, bringing the algorithm closer to the Gauss–Newton algorithm, whereas if an iteration gives insufficient reduction in the residual, λ can be increased, giving a step closer to the gradient descent direction. Note that the gradient of S with respect to δ equals . Therefore, for large values of λ, the step will be taken approximately in the direction of the gradient. If either the length of the calculated step, δ, or the reduction of sum of squares from the latest parameter vector, β + δ, fall below predefined limits, iteration stops and the last parameter vector, β, is considered to be the solution.
Levenberg's algorithm has the disadvantage that if the value of damping factor, λ, is large, inverting JTJ + λI is not used at all. Marquardt provided the insight that we can scale each component of the gradient according to the curvature so that there is larger movement along the directions where the gradient is smaller. This avoids slow convergence in the direction of small gradient. Therefore, Marquardt replaced the identity matrix, I, with the diagonal matrix consisting of the diagonal elements of JTJ, resulting in the Levenberg–Marquardt algorithm:
- .
A similar damping factor appears in Tikhonov regularization, which is used to solve linear ill-posed problems, as well as in ridge regression, an estimation technique in statistics.
Choice of damping parameter[edit]
Various more-or-less heuristic arguments have been put forward for the best choice for the damping parameter λ. Theoretical arguments exist showing why some of these choices guaranteed local convergence of the algorithm; however these choices can make the global convergence of the algorithm suffer from the undesirable properties of steepest-descent, in particular very slow convergence close to the optimum.
The absolute values of any choice depends on how well-scaled the initial problem is. Marquardt recommended starting with a value λ0 and a factor ν > 1. Initially setting λ = λ0 and computing the residual sum of squares S(β) after one step from the starting point with the damping factor of λ = λ0 and secondly with λ0/ν. If both of these are worse than the initial point, then the damping is increased by successive multiplication by ν until a better point is found with a new damping factor of λ0νk for some k.
If use of the damping factor λ/ν results in a reduction in squared residual then this is taken as the new value of λ (and the new optimum location is taken as that obtained with this damping factor) and the process continues; if using λ/ν resulted in a worse residual, but using λ resulted in a better residual, then λ is left unchanged and the new optimum is taken as the value obtained with λ as damping factor.
Large-scale problems[edit]
The Levenberg–Marquardt algorithm can be applied to large-scale problems by parameterizing the search-direction vector in terms of eigenvectors of the Hessian corresponding to the largest eigenvalues. This process only requires a TSVD of the Jacobian matrix to be computed. .[6] Here the TSVD is computed by use of Lanczos algorithm which does not require an explicit computation of the Jacobian (the sensitivity matrix).
In this example we try to fit the function using the Levenberg–Marquardt algorithm implemented in GNU Octave as the leasqr function. The 3 graphs Fig 1,2,3 show progressively better fitting for the parameters a=100, b=102 used in the initial curve. Only when the parameters in Fig 3 are chosen closest to the original, are the curves fitting exactly. This equation is an example of very sensitive initial conditions for the Levenberg–Marquardt algorithm. One reason for this sensitivity is the existence of multiple minima — the function has minima at parameter value and
Two essential algorithms for solving minimizations in nonlinear inverse problems are the Levenberg-Marquardt and the Gauss-Newton algorithm. A particular application is generating computational models of oil and gas reservoirs for consistency with observed production data.[6] The Levenberg–Marquardt algorithm is shown to be more reliable in obtaining appropriate solutions to nonlinear inverse problems.This is because the Levenberg-Marquardt search direction mainly has components in the direction of eigenvectors corresponding to the largest eigenvalues of the Hessian (which is the opposite of the Gauss-Newton search direction).[7]
See also[edit]
- Trust region
- Nelder–Mead method (aka simplex)
- ^ Levenberg, Kenneth (1944). "A Method for the Solution of Certain Non-Linear Problems in Least Squares". Quarterly of Applied Mathematics 2: 164–168.
- ^ Marquardt, Donald (1963). "An Algorithm for Least-Squares Estimation of Nonlinear Parameters". SIAM Journal on Applied Mathematics 11 (2): 431–441. doi:10.1137/0111030.
- ^ Girard, André (1958). "Excerpt from Revue d'optique théorique et instrumentale". Rev. Opt 37: 225–241, 397–424.
- ^ Wynne, C. G. (1959). "Lens Designing by Electronic Digital Computer: I". Proc. Phys. Soc. London 73 (5): 777. doi:10.1088/0370-1328/73/5/310.
- ^ Morrison, David D. (1960). "Methods for nonlinear least squares problems and convergence proofs". Proceedings of the Jet Propulsion Laboratory Seminar on Tracking Programs and Orbit Determination: 1–9.
- ^ a b Shirangi, M. G. (2014). "History matching production data and uncertainty assessment with an efficient TSVD parameterization algorithm". Journal of Petroleum Science and Engineering 113: 54–71. doi:10.1016/j.petrol.2013.11.025.
- ^ Shirangi, M. G.; Emerick, A. A. (2016). "An improved TSVD-based Levenberg-Marquardt algorithm for history matching and comparison with Gauss-Newton" 143: 258–271. doi:10.1016/j.petrol.2016.02.026.
Additional reading[edit]
- Moré, Jorge J.; Sorensen, Daniel C. (1983). "Computing a Trust-Region Step". SIAM J. Sci. Stat. Comput. (4): 553–572.
- Gill, Philip E.; Murray, Walter (1978). "Algorithms for the solution of the nonlinear least-squares problem". SIAM Journal on Numerical Analysis 15 (5): 977–992. doi:10.1137/0715063.
- Shirangia, Mehrdad G.; Emerick, Alexandre A. (2016). "An improved TSVD-based Levenberg-Marquardt algorithm for history matching and comparison with Gauss-Newton". JPSE (Sciencedirect) 143: 258––271. doi:10.1016/j.petrol.2016.02.026.
- Pujol, Jose (2007). "The solution of nonlinear inverse problems and the Levenberg-Marquardt method". Geophysics (SEG) 72 (4): W1–W16. doi:10.1190/1.2732552.
- Nocedal, Jorge; Wright, Stephen J. (2006). Numerical Optimization (2nd ed.). Springer. ISBN 0-387-30303-0.
External links[edit]
- Detailed description of the algorithm can be found in Numerical Recipes in C, Chapter 15.5: Nonlinear models
- C. T. Kelley, Iterative Methods for Optimization, SIAM Frontiers in Applied Mathematics, no 18, 1999, ISBN 0-89871-433-8. Online copy
- History of the algorithm in SIAM news
- A tutorial by Ananth Ranganathan
- Methods for Non-Linear Least Squares Problems by K. Madsen, H.B. Nielsen, O. Tingleff is a tutorial discussing non-linear least-squares in general and the Levenberg-Marquardt method in particular
- T. Strutz: Data Fitting and Uncertainty (A practical introduction to weighted least squares and beyond). 2nd edition, Springer Vieweg, 2016, ISBN 978-3-658-11455-8.
- H. P. Gavin, The Levenberg-Marquardt method for nonlinear least squares curve-fitting problems (MATLAB implementation included)
- Levenberg-Marquardt is a built-in algorithm in Mathematica , Matlab, NeuroSolutions, GNU Octave, Origin, SciPy, Fityk, IGOR Pro and LabVIEW.
- The oldest implementation still in use is lmdif, from MINPACK, in Fortran, in the public domain. See also:
- lmfit, a self-contained C implementation of the MINPACK algorithm, with an easy-to-use wrapper for curve fitting, liberal licence (freeBSD).
- eigen, a C++ linear algebra library, includes an adaptation of the minpack algorithm in the "NonLinearOptimization" module.
- The GNU Scientific Library has a C interface to MINPACK.
- C/C++ Minpack includes the Levenberg–Marquardt algorithm.
- Several high-level languages and mathematical packages have wrappers for the MINPACK routines, among them:
- Python library scipy, module
- IDL, add-on MPFIT.
- R (programming language) has the minpack.lm package.
- Python library scipy, module
- levmar is an implementation in C/C++ with support for constraints, distributed under the GNU General Public License.
- levmar includes a MEX file interface for MATLAB
- Perl (PDL), python, Haskell and .NET interfaces to levmar are available: see PDL::Fit::Levmar or PDL::Fit::LM, PyLevmar, HackageDB levmar and LevmarSharp.
- sparseLM is a C implementation aimed at minimizing functions with large, arbitrarily sparse Jacobians. Includes a MATLAB MEX interface.
- SMarquardt.m is a stand-alone routine for Matlab or Octave.
- InMin library contains a C++ implementation of the algorithm based on the eigen C++ linear algebra library. It has a pure C-language API as well as a Python binding
- ceres is a non-linear minimisation library with an implementation of the Levenberg–Marquardt algorithm. It is written in C++ and uses eigen
- ALGLIB has implementations of improved LMA in C# / C++ / Delphi / Visual Basic. Improved algorithm takes less time to converge and can use either Jacobian or exact Hessian.
- NMath has an implementation for the .NET Framework.
- gnuplot uses its own implementation gnuplot.info.
- Java programming language implementations: 1) Javanumerics, 2) LMA-package (a small, user friendly and well documented implementation with examples and support), 3) Apache Commons Math
- OOoConv implements the L-M algorithm as an OpenOffice.org Calc spreadsheet.
- SAS, there are multiple ways to access SAS's implementation of the Levenberg–Marquardt algorithm: it can be accessed via NLPLM Call in PROC IML and it can also be accessed through the LSQ statement in PROC NLP, and the METHOD=MARQUARDT option in PROC NLIN.
- LMAM/OLMAM Matlab toolbox implements Levenberg-Marquardt with adaptive momentum for training feedforward neural networks.
- GADfit is a Fortran implementation of global fitting based on a modified Levenberg-Marquardt. Uses automatic differentiation. Allows fitting functions of arbitrary complexity, including integrals.


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Ghana Arrests 37 Chinese Miners on AngloGold Site, Graphic Says
Ghanaian security officials arrested 37 Chinese nationals for mining gold on a concession belonging to AngloGold Ashanti Ltd., the Daily Graphic reported.
The people used bulldozers to dig for ore near the company's airstrip at Obuasi in the Ashanti region, the Accra-based newspaper cited Francis Dodovi, spokesman for the regional minister, as saying. The unauthorized mining could affect aircraft, Dodovi said, according to the paper.
The police in May arrested 38 Chinese in an AngloGold concession at the Adansi area, also in the Ashanti region, and seized machinery and weapons, the newspaper reported.
To contact reporter on this story: Moses Mozart Dzawu in Accra at +233-302-258-797 or email@example.com.
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Prashant K. Purohit
Associate Professor
Mechanical Engineering and Applied Mechanics (MEAM)
Honors and Awards: NSF CAREER Award - 2010, ASEE Ferdinand P. Beer and E. Russell Johnston Jr. Oustanding New Mechanics Educator Award - 2010
Research Expertise: Mechanics of Materials | Biomechanics | Computational Mechanics
Prashant conducts his research at the interface of mechanics, physics, and biology. Using the Kirchhoff theory of filaments, he is able to describe the behavior of DNA at small length scales, and analyze its implications on the life cycle of viruses and the switching on and off of genes. Prashant studies the effect of thermal fluctuations or entropy, and is also interested in applications of the mechanics of lipid membranes to cellular organelles and the mechanics of material interfaces in slender bodies to micro-scale propulsion.Member of:
PhD Applied Mechanics 2002 - California Institute of Technology
MS Applied Mechanics 1998 - California Institute of Technology
B Tech Mechanical Engineering 1997 - Indian Institute of Technology
- A Fluctuating Elastic Plate Model Applied to Graphene, Liang, X. | Purohit, P.K., Journal of Applied Mechanics, Transactions ASME, 2016
- (Adiabatic) phase boundaries in a bistable chain with twist and stretch, Zhao, Q. | Purohit, P.K., Journal of the Mechanics and Physics of Solids, 2016
- Mixed finite-element formulations in piezoelectricity and flexoelectricity, Mao, S. | Purohit, P.K. | Aravas, N., Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2016
- A fluctuating elastic plate and a cell model for lipid membranes, Liang, X. | Purohit, P.K., Journal of the Mechanics and Physics of Solids, 2016
- Foam-like compression behavior of fibrin networks, Kim, O.V. | Liang, X. | Litvinov, R.I. | Weisel, J.W. | Alber, M.S. | Purohit, P.K., Biomechanics and Modeling in Mechanobiology, 2016